We gratefully acknowledge support from
the Simons Foundation and member institutions.

Optimization and Control

Authors and titles for recent submissions

[ total of 108 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-108 ]
[ showing 25 entries per page: fewer | more | all ]

Fri, 1 Mar 2024

[1]  arXiv:2402.19396 [pdf, other]
Title: Machine Learning for Quantitative MR Image Reconstruction
Subjects: Optimization and Control (math.OC)
[2]  arXiv:2402.19360 [pdf, other]
Title: Joint Chance Constrained Optimal Control via Linear Programming
Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)
[3]  arXiv:2402.19345 [pdf, other]
Title: Multi-frequency tracking via group-sparse optimal transport
Comments: 6 pages, 9 figures
Subjects: Optimization and Control (math.OC); Signal Processing (eess.SP)
[4]  arXiv:2402.19212 [pdf, ps, other]
Title: Deep Reinforcement Learning: A Convex Optimization Approach
Authors: Ather Gattami
Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG)
[5]  arXiv:2402.19176 [pdf, other]
Title: Proximal Dogleg Opportunistic Majorization for Nonconvex and Nonsmooth Optimization
Authors: Yiming Zhou, Wei Dai
Subjects: Optimization and Control (math.OC); Signal Processing (eess.SP)
[6]  arXiv:2402.19065 [pdf, other]
Title: Spline-Based Rotor and Stator Optimization of a Permanent Magnet Synchronous Motor
Subjects: Optimization and Control (math.OC)
[7]  arXiv:2402.18903 [pdf, other]
Title: An Adaptive Hybrid Genetic and Large Neighborhood Search Approach for Multi-Attribute Vehicle Routing Problems
Subjects: Optimization and Control (math.OC)
[8]  arXiv:2402.18795 [pdf, ps, other]
Title: Towards Large-scale Probabilistic Set Covering Problem: An Efficient Benders Decomposition Approach
Comments: 13 pages, accepted for publication in IOS 2024
Subjects: Optimization and Control (math.OC)
[9]  arXiv:2402.18725 [pdf, other]
Title: Leveraging the turnpike effect for Mean Field Games numerics
Comments: 24 pages, 12 figures
Subjects: Optimization and Control (math.OC); Probability (math.PR)
[10]  arXiv:2402.18666 [pdf, other]
Title: Linear shrinkage for optimization in high dimensions
Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST)
[11]  arXiv:2402.19449 (cross-list from cs.LG) [pdf, other]
Title: Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Optimization and Control (math.OC); Machine Learning (stat.ML)
[12]  arXiv:2402.19442 (cross-list from cs.LG) [pdf, other]
Title: Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality
Comments: 141 pages, 7 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Statistics Theory (math.ST); Machine Learning (stat.ML)
[13]  arXiv:2402.19363 (cross-list from math.PR) [pdf, ps, other]
Title: Approximate controllability and Irreducibility of the transition semigroup associated with Convective Brinkman-Forchheimer extended Darcy Equations
Subjects: Probability (math.PR); Analysis of PDEs (math.AP); Optimization and Control (math.OC)
[14]  arXiv:2402.19309 (cross-list from eess.SY) [pdf, other]
Title: Closed-loop training of static output feedback neural network controllers for large systems: A distillation case study
Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)
[15]  arXiv:2402.19110 (cross-list from eess.SY) [pdf, other]
Title: Temporal-Aware Deep Reinforcement Learning for Energy Storage Bidding in Energy and Contingency Reserve Markets
Comments: 15 pages
Journal-ref: IEEE Transactions on Energy Markets, Policy and Regulation, 2024
Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Optimization and Control (math.OC)
[16]  arXiv:2402.19078 (cross-list from cs.LG) [pdf, other]
Title: Smooth Tchebycheff Scalarization for Multi-Objective Optimization
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)
[17]  arXiv:2402.18955 (cross-list from math.AG) [pdf, other]
Title: Santaló Geometry of Convex Polytopes
Comments: 25 pages, 4 figures, comments welcome
Subjects: Algebraic Geometry (math.AG); Optimization and Control (math.OC)
[18]  arXiv:2402.18905 (cross-list from cs.LG) [pdf, other]
Title: On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune?
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Optimization and Control (math.OC)
[19]  arXiv:2402.18851 (cross-list from cs.LG) [pdf, other]
Title: Applications of 0-1 Neural Networks in Prescription and Prediction
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Machine Learning (stat.ML)
[20]  arXiv:2402.18839 (cross-list from cs.LG) [pdf, other]
Title: Extended Flow Matching: a Method of Conditional Generation with Generalized Continuity Equation
Comments: 15 pages, 4 figures
Subjects: Machine Learning (cs.LG); Analysis of PDEs (math.AP); Functional Analysis (math.FA); Optimization and Control (math.OC); Probability (math.PR)
[21]  arXiv:2402.18697 (cross-list from stat.ML) [pdf, other]
Title: Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Social and Information Networks (cs.SI); Optimization and Control (math.OC); Statistics Theory (math.ST)

Thu, 29 Feb 2024 (showing first 4 of 18 entries)

[22]  arXiv:2402.18514 [pdf, ps, other]
Title: A Primal-Dual Frank-Wolfe Algorithm for Linear Programming
Subjects: Optimization and Control (math.OC)
[23]  arXiv:2402.18506 [pdf, ps, other]
Title: Optimality conditions for sparse optimal control of viscous Cahn-Hilliard systems with logarithmic potential
Comments: 43 pages. The keywords are viscous Cahn-Hilliard equation, singular potential, optimal control, first-order and second-order optimality conditions. arXiv admin note: text overlap with arXiv:2303.16708
Subjects: Optimization and Control (math.OC); Analysis of PDEs (math.AP)
[24]  arXiv:2402.18423 [pdf, other]
Title: An interior-point trust-region method for nonsmooth regularized bound-constrained optimization
Comments: 35 pages, 4 figures, 4 tables
Subjects: Optimization and Control (math.OC)
[25]  arXiv:2402.18415 [pdf, ps, other]
Title: ECCBO: An Inherently Safe Bayesian Optimization with Embedded Constraint Control for Real-Time Optimization
Comments: IFAC ADCHEM 2024
Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)
[ total of 108 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-108 ]
[ showing 25 entries per page: fewer | more | all ]

Disable MathJax (What is MathJax?)

Links to: arXiv, form interface, find, math, new, 2403, contact, help  (Access key information)